{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true,
    "ExecuteTime": {
     "end_time": "2025-10-14T08:15:48.067116900Z",
     "start_time": "2025-10-14T08:15:44.908885700Z"
    }
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 传入x和y, 通过plot画图\n",
    "plt.plot([1, 0, 9], [4, 5, 6])\n",
    "# 在执行程序的时候展示图形\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-10-14T08:19:51.156921600Z",
     "start_time": "2025-10-14T08:19:51.052302500Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = range(1,8) # x轴的位置\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "# 传入x和y, 通过plot画折线图\n",
    "plt.plot(x,y)\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-10-14T08:25:01.344413100Z",
     "start_time": "2025-10-14T08:25:01.265724500Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": 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A0CiEDyCZ2O4tK7keyU68tRotAJAkCB9AMrHFpWPGBNtKS6UVK1z1CACiRvgAko0VfbNzeyIVFvpF8wAgCRA+gFQY/bB6LO+956pHABAVwgeQjGz7s9X4iPS3vzX+ZGUASCDCB5Csau58seDx7ruuegMADUb4AJJVbq40cGCwbdmy+g9SBICQIHwAycyqDUeWVz/vPOnwYZc9AgB3B8sBSAA78M8Ob9y921+E2qcPZ70ACD3CB5DsvvIVqVkzQgeApEH4AJJd8+auewAAUWHNBwAASCjCBwAASCjCB5CKKiul4mLp7bdd9wQAamHNB5Bqtm2T3nlH2rq1+iTcbt1c9woATmHkA0glx45Jf/5zdfAwFkQAIEQIH0AqsS23V10VbCspkTZvdtUjAKiF8AGkmuHDpbZtg20LFvjrQAAgBAgfQCqOflx9dbBtxw5p40ZXPQKAAMIHkIqGDZPatw+2MfoBICQIH0AqatLEP3Qu0p490po1rnoEAKcQPoBUNWiQdO65wbaFC6UTJ1z1CAA8hA8gVZ1zjnTttcG2/fuljz5y1SMA8BA+gFSWlyd17RpsW7xYOn7cVY8AgPABpLSMjNqjH6Wl0vLlrnoEAIQPIOWdf77Uq1ewbckS6ehRVz0CkOYIH0A6jn6UlzP6AcAZwgeQDnr0kPr29X/dooV03XXSiBGuewUgTXGqLZAubPQjN1caOVLKynLdGwBpjPABpIvOnf0LABxj2gUAACQU4QMAACQU4QOAdPiw6x4ASCOEDyCdHTokvfGG9MtfSvv2ue4NgDTBglMgXS1aJC1dWl1q3R7feqvrXgFIA4x8AOnKQkfkGS+rV0u7d7vsEYA0EXX4KCws1KRJk9SlSxdlZGRozpw5tV6zbt063XjjjcrOzlarVq00YsQIbdu2LVZ9BhALV1whZWYG2xYudNUbAGkk6vBRXl6u/Px8zZgxo87nN23apCuvvFL9+vXTokWLtGrVKv34xz9WFkWNgHCxSqcWQCJt2CDt2OGqRwDSREZlZWVlo39zRoYKCgo0efLkU21f+9rX1KxZMz3//PON+p4HDx70RkxKS0vVtm3bxnYNQENUVEhPP+2f9VKld29p6lSXvQKQhKJ5/47pmo+TJ0/qjTfeUN++fTV+/Hide+65uvTSS+ucmqlSUVHhdTjyApAgNu1y5ZXBtpISafNmVz0CkAZiGj727t2rsrIyPf7445owYYLmz5+vm2++WbfccosWL15c5++ZPn26l5Sqru7du8eySwDOxA6Yq/kpZcECqfGDogCQ2JEPc9NNN+nBBx/U0KFD9W//9m+64YYbNHPmzDp/z7Rp07whmqpr+/btsewSgDNp2lQaNSrYZus+Nm501SMAKS6m4aNjx45q2rSpBgwYEGjv379/vbtdMjMzvbmhyAtAgg0dKuXkBNsY/QCQDOGjefPm3rbaDbZiPsLGjRvVs2fPWP5RAGKpSRNp9Ohg25490po1rnoEIIVFXeHU1nQUFxefelxSUqKioiLl5OSoR48eevjhh3X77bfr6quv1ujRozV37ly99tpr3rZbACE2aJC0ZIkt3grW/bCRTAsnAOBqq62FCAsVNU2dOlWzZ8/2fv3b3/7WW0i6Y8cO5eXl6bHHHvPWgTQEW20Bh9avl/7852DbjTdKF13kqkcAkkQ0799nVecjHggfgEP24+B//1faudN/nJEhXX65dN11rnsGIOSc1fkAkOQsbIwZ4/+6f3/p298meACIOU61BRBkFU7vu0/q1Ml1TwCkKEY+ANQe/SB4AIgjwgcAAEgowgcAAEgowgeAhjlxQvrgAyv247onAJIcC04BnJ6d2bRqlRX5kQ4ckD7/XJo40XWvACQxRj4AnJ5VOZ0zxw8eZvlyqbTUda8AJDHCB4DTu/jiYHl1m35ZvNhljwAkOcIHgNNr104aPjzYVlTkT78AQCMQPgCc2VVXSc2aBdeBcFgkgEYifAA4s9atpUsvDbatWSPt3u2qRwCSGOEDQMNccYWUlRVsW7DAVW8AJDHCB4CGadHCP+E20saN0vbtrnoEIEkRPgA0nE29tGoVbHvnHamy0lWPACQhwgeAhsvM9BefRtqyRSopcdUjAEmI8AEgOrbttm3bYBujHwCiQPgAEJ2mTaVRo4JtO3dKGza46hGAJEP4ABC9oUOlnJzaO18Y/QDQAIQPANGzcuujR1c/7tRJuuYalz0CkEQ41RZA4wwa5BcaGzBAGjxYOofPMgAahvABoHEyMqSvf911LwAkIT6qAACAhCJ8AACAhCJ8AIgPdr4AqAfhA0BsWc2P55+Xlixx3RMAIcWCUwCxsW+f9NZb0vr1/uMdO6QRI/wD6QAgAiMfAGLj2LHq4GEqKqS//c1ljwCEFOEDQGx07uzX/oj03ntSWZmrHgEIKcIHgNixqqeRxcZsNIS1HwBqIHwAiJ0OHfxzXyItXy4dOOCqRwBCiPABILbsxFs7+6XKiRPS4sUuewQgZAgfAGIrO1saPjzYVlQkff65qx4BCBnCB4DYu+oqqVmzYMGxhQtd9ghAiBA+AMRe69bSZZcF29aulXbvdtUjACFC+AAQH5dfLmVlBdsWLHDVGwAhQvgAEB9W2fSKK4JTL++/71dB3bJFOnnSZe8AJFP4KCws1KRJk9SlSxdlZGRozpw5gee/8Y1veO2R14QJE2LZZwDJ4tJLpVatpM8+k5Yu9dd9/OhH0iOPSI8/Lq1b57qHAJIhfJSXlys/P18zZsyo9zUWNnbt2nXq+tOf/nS2/QSQjJo3l7p39yud7toltWzprwexa+VK6emnCSBAGor6YLmJEyd61+lkZmaqs5VaBpDebGqluNivdHreeVK3blKPHv5OmE6dpI8/lmz0NC8vWBkVQEqLy3/tixYt0rnnnqu8vDx9+9vf1j477bIeFRUVOnjwYOACkCK2bZM2bvRPt7XdLxdcUL0FNyPDDyM28mGvA5A2Yh4+bMrlueee0zvvvKMnnnhCixcv9kZKTliVwzpMnz5d2dnZp67uNkQLIDUcOiQdOSLl5tqQaO3nbT2IPW+vA5A2op52OZOvfe1rp349ePBgDRkyRBdccIE3GjJmzJhar582bZoeeuihU49t5IMAAqSINm387bbl5VLbtrWft3Z73l4HIG3EfZL1/PPPV8eOHVVs8771rA9p27Zt4AKQImx9R79+0vbt/lbbSPZ4xw6pf3//dQDSRtzDx44dO7w1H7k27Aogvdgi0ptvljp29BeXlpZKx4/7X+2xtd90E4tNgTQT9bRLWVlZYBSjpKRERUVFysnJ8a7HHntMt956q7fbZdOmTfrXf/1X9enTR+PHj4913wEkAxvZuP9+qaBAWr9e2rnTP/W2fXupXTt/Oy6AtJJRWVlzLPT0bO3G6NGja7VPnTpVzzzzjCZPnqyVK1fqwIEDXiGycePG6ac//anOs212DWBrPmzhaWlpKVMwQKptu7VdLXPn+iHETr+1HS8DBkhTprjuHYCzFM37d9QjH9dcc41Ol1fmzZsX7bcEkA5saqVXL+nii4MHzFkQsYWntvMFQFpgohVAYg0eXF3ro2pEpKjIZY8AJBjhA0Bi2dbagQODbR9+WHs3DICURfgAkHgXXRR8bFWQqXIKpA3CB4DEs0KCts225ugHgLRA+ACQeLbLpeboh9X9sFLrAFIe4QOAG/n5fr2PKnby7erVLnsEIEEIHwDcsK21eXnBNqZegLRA+ADgTs2pl127/AtASiN8AHDn/PP9SqeRGP0AUh7hA4DbqqfDhgXbVq3y138ASFmEDwBuWfiw3S9VKir8nS8AUhbhA4BbNu1ywQX+ry2E9OlTeyoGQEqJ+mA5AIi5kSOlbt38URCCB5DyCB8A3LORj6rRDwApj2kXAACQUIQPAACQUIQPAACQUIQPAOF08qS0caN08KDrngCIMRacAgiXL76QVq70r0OHpFGjpNGjXfcKQAwx8gEgXN59Vyos9IOHsRBioyAAUgbhA0C4D5uzaZdNm1z1BkAcED4AhEturn9F4rA5IKUQPgCEf/RjwwaprMxVbwDEGOEDQPgMHiw1a1b92NZ8fPSRyx4BiCHCB4DwycqSBg6sPfVSWemqRwBiiPABIDmmXvbtk7Ztc9UbADFE+AAQTt27Sx07BttYeAqkBMIHgHDKyKg9+rF2rXTkiKseAYgRwgeA8MrPl5o0qX58/Li0apXLHgGIAcIHgPBq1UrKywu2sfAUSHqEDwDhVnPqZfduadcuV70BEAOEDwDhdsEFUrt2wbY1a1z1BkAMcKotgPAvPB02TFq8WLrwQn8kxL4CSFqEDwDhN2KEHzratHHdEwAxQPgAEH4tW7ruAYAYYs0HAABIKMIHAAAId/goLCzUpEmT1KVLF2VkZGjOnDn1vvZb3/qW95r//u//Ptt+AgCAdA0f5eXlys/P14wZM077uoKCAi1btswLKQAQUydOSB9/LP3hD/5XAKm94HTixInedTo7d+7Ud7/7Xc2bN0/XX3/92fQPAIJWrJAWLLBPQv5jq3Y6YIDrXgFwudvl5MmTuvPOO/Xwww9r4MCBZ3x9RUWFd1U5ePBgrLsEIJU0bVodPMzmzdKBA7ULkQFInwWnTzzxhJo2bar777+/Qa+fPn26srOzT13d7RhtAKiPjXJkZVU/tpGPlStd9giAy/CxYsUKPfXUU5o9e7a30LQhpk2bptLS0lPX9u3bY9klAKmmWTNpyJBgm4WPkydd9QiAy/CxZMkS7d27Vz169PBGP+zaunWrvv/976tXr151/p7MzEy1bds2cAFAVIfN2XTtpk2uegPA5ZoPW+sxduzYQNv48eO99rvuuiuWfxSAdNa5s2Q76T79tLrtww858wVI1fBRVlam4uLiU49LSkpUVFSknJwcb8SjQ4cOgdc3a9ZMnTt3Vl5eXmx6DABVox+R4WPDBvsBJbVu7bJXAOIx7bJ8+XINGzbMu8xDDz3k/fqRRx6J9lsBQOMNHuyv/6hiaz4++shljwDEa+TjmmuuUaWtLm+gLVu2RPtHAMCZZWZKtp2/qCg49XL55VIDF7wDcIOzXQCkzsLTffukrVtd9QZAAxE+ACQvqwvUsWOwzUY/AIQa4QNA8rLplZqjH3bWy+HDrnoEoAEIHwCSW36+1KRJ9ePjx6XVq132CMAZED4AJLdWraR+/aofZ2f7578ACC3+CwWQ/C6+2P9qUzC9e0vn8LkKCDPCB4Dkd/75/gUgKfDxAAAAJBThAwAAJBThAwAAJBThA0Dq2r9fOnjQdS8A1MCCUwCpxep8rFvnVzotKZFGjpTGj3fdKwARGPkAkFoKC6W//tUPHsZOurVAAiA0CB8AUq/iaaQvv5Q2bHDVGwB1IHwASC0dOkg9ewbbOGwOCBXCB4DUU/Owuc2bpQMHXPUGQA2EDwCpZ8AAKSur+nFlpbRypcseAYhA+ACQepo1k4YMCbZZ+Dh50lWPAEQgfABIj6kXq/exaZOr3gCIQPgAkJo6d5a6dAm2sfAUCAXCB4D0Gf2wLbdlZa56A+AfCB8AUtfgwf76jyq25qOoyGWPABA+AKS0zExp4MDaUy+2+wWAM4QPAOk19WKHzW3d6qo3AAgfAFJe9+5Sp07BNhaeAk4RPgCktoyM6tGPnBxp7Fhp3DjXvQLSWlPXHQCAhBw2l5vrn/liYQSAU4QPAKmvZUupVy/XvQDwD0y7AACAhCJ8AACAhCJ8AACAhCJ8AEhPn30mzZsnrV3ruidA2mHBKYD0snmztGiRtG1bdR2QmlVQAcQVIx8A0svRo9XBw2zf7o+CAEgYwgeA9HLhhVLr1sE2Kp4CCUX4AJBemjSRhg4Ntn30kXT8uKseAWmH8AEg/QwbFnz85ZfShg2uegMkzsmT0pYt0urV/ld7nAzho7CwUJMmTVKXLl2UkZGhOXPmBJ5/9NFH1a9fP7Vq1Urt27fX2LFj9d5778WyzwBwdjp0qF3xlKkXpLp166THH5ceeUT66U/9r/bY2sMePsrLy5Wfn68ZM2bU+Xzfvn31q1/9SqtXr9bSpUvVq1cvjRs3Tp+xoAtAmFQdNldl0ybpiy9c9QaILwsYTz8trVwpdewo5eX5X+2xtSc4gGRUVlZWNvo3Z2SooKBAkydPrvc1Bw8eVHZ2tt5++22NGTPmjN+z6vWlpaVq27ZtY7sGAKd37Jj05JPSkSPVbVdfLV17rcteAbFnUys2wmFBY8CA4OGKFgE+/tgP4z/8oXRO41djRPP+Hdc1H0ePHtWsWbO8zthoSV0qKiq8DkdeABB3zZpJQ4YE24qKnM2BA3FjW8vXr5c6d/ZH+E6cqH7Ogki3bv7IR+QW9DiLS/h4/fXX1bp1a2VlZem//uu/9NZbb6mjDe/UYfr06V44qbq6W8EfAHAx9WIffoqLXfUGiI9Dh/wRPgvctgTC1jcdPlz9fKtW/vP2umQOH6NHj1ZRUZHeffddTZgwQVOmTNHevXvrfO20adO8IZqqa7sV/AGARLBPgl26BNtYeIpU06aNlJXl/3r4cKl5c2nFCunAAb+tvNx/3l6XzOHDdrr06dNHl112mZ599lk1bdrU+1qXzMxMb24o8gIAZ6MfGzcm9BMgEHc9ekj9+vnVfJs29acbbZahZUt/zceOHVL//v7rUqnOx8mTJ721HQAQOoMH+8PRVWzNhxUdA1LFOedIN9/s726xxaU2vdi1qz/1Yo+t3TaOnMVi07gfLFdWVqbiiDnRkpISb4olJydHHTp00M9//nPdeOONys3N1eeff+5tyd25c6duu+22WPcdAM5eZqY0aJC/E6CqAqoVHQNSSf/+0v33SwUF/uLTnTv9qRYb+bPgYc8nUNThY/ny5d6ajioPPfSQ93Xq1KmaOXOm1q9fr9///vde8LAwMmLECC1ZskQDOTUSQFjZD2Aber74Yn9I2oajgWRWWenvYLFQUbW11n5t9T1sV4tNLdoaD5tqSeCIR0zqfMQDdT4AJFzVj8HI+gdAMlu2TJo71yp/+lMuLVrE/Y8MTZ0PAEgKFjoIHkgVW7dK8+dXL6CeNUvavVthQvgAACBVHDokvfRSsFieHRsQsgKehA8AAFLBiRN+8CgrC7aPGuVPv4QI4QMATnf+ixVgApLB/Pm1S6T36eOHj5CJercLAKQ8mx+3SqerVkm2U2/SJNc9Ak5v9WrpvfeCbe3aSbfe6mQ3y5kQPgAgkpWdfu214A/18eP9ktRAGO3ZI736arDNKpnefntCdrk0RvjiEAC4dOGFwZ0vR49Ka9e67BFQPzsQ7oUX/CnCSDfcIOXmKqwIHwAQyeoTWACJxGFzCGt9moICaf/+YLsdHjd0qMKM8AEAZzpszg7kqudkbsCZJUukDRuCbXZmy4QJCjvCBwDUZCMfrVsH26rOfgHCYNMmaeHCYJsdCzBlir/eI+QIHwBQkx0uV3PY2k66PX7cVY+AalZA7P/+r/pYAGPrlOwA1+xsJQPCBwDUZdiw4GM76bbmEDfgwjnnSHfeKXXpUt02dqzUu7eSBeEDAOrSoYPUq1ewjYWnCIt27aS77/ZDsp1We/nlSibhnxgCAJcLT7dsCc6z2zkZ7du77BXgs7UdN93kl1VPsoMRGfkAgPoMGFC7SBMLTxHGNUpJhvABAKf7ZDlkSLCtqCh4YigQb8eOBReXpgDCBwBEU/PDjiYvLnbVG6SbkyelP/5ReuWV2lVMkxjhAwBO57zz/MJNkVh4ikRZsEAqKfFH3J591l9zlAIIHwDQ0NEPm4bJz5dGjnTdI6SDdeukpUuDpy3/6U8pMQXDbhcAOJNBg/wdBYMHh/aUUKSYzz+X5sypvbB00qSk29lSF8IHAJxJZqZ0ySWue4F0cfSof1JtRUWwffx4qXt3pQKmXQAACIvKSn9x6WefBdtt19WIEUoVhA8AAMJi2TJp7drai55TZLqlCuEDAIAw2LJFeuutYFtWlnT77VKzZkolhA8AaOy8vFU7tR0JwNk6eFB66aXaBexuuUXKyVGqYcEpAES7C+Hvf5dWr/YDiA2J9+uXUkPiSLATJ/zgUV4ebB81SurbV6mIkQ8AiPYT6ooVfvAwe/ZIn37quldIZvPmSdu3B9v69PHDR4oifABANHr39o8zj0TFUzTWqlXS++8H2+zf1623Suek7lt06v4/A4B4sOmVmue9VE3BANE677zgmg6romsLTFO8mB3hAwCiNXRocI2HBY+a2yOBhoaPe++V8vL8xzfcIOXmKtURPgAgWm3bShdeGGxj6gWNlZUlfe1r0h13+ME2DRA+AKAxak692ILBvXtd9QbJLiOjdqBNYYQPAGgMe6No3TrYxugH0CCEDwBoDDthtOYQ+UcfScePu+oRwu6LL6SFC2sXEktDhA8AiNXUy+HD0vr1rnqDMDt2THrxRWnxYun552sXFEszhA8AaCzbIml1PyIx9YK6Tqp94w1p1y7/cUmJ9Otfp/UaIcIHAMRy9GPzZn94HahiFXGLioJtzZtL2dlKV1GHj8LCQk2aNEldunRRRkaG5syZc+q5Y8eO6Yc//KEGDx6sVq1aea/553/+Z31K6WEAqap//9oFoezAOcDs2CG9+Wbt4HH77VJmptJV1OGjvLxc+fn5mjFjRq3nvvzyS3344Yf68Y9/7H19+eWXtWHDBt14442x6i8AhItVpBwyJNi2c6er3iBMbF2HrfOwg+MiTZ4sdeqkdBb1qbYTJ070rrpkZ2frrbfeCrT96le/0iWXXKJt27apR48eje8pAIR56sVGOwYN8n/dtavrHsE129Hyl7/4BxFGuvxyacAApbuow0e0SktLvemZdjUPYvqHiooK76pysOZfFAAkQ4nsH/zAH04HzIIF/sLSSL16SWPHuupR+iw4PXLkiLcG5Otf/7raWjniOkyfPt0bMam6unfvHs8uAUB8EDxQZd06aenSYJu9B952W0qfVBuNuN0FW3w6ZcoUVVZW6plnnqn3ddOmTfNGR6qu7VaiGACAZPT551LERoxTBemmTJFatXLVq/SYdqkKHlu3btWCBQvqHfUwmZmZ3gUAQFKz041feMHWEwTbJ0yQunVz1av0CB9VweOTTz7RwoUL1aFDh1j/EQCQPKzcuu2IQeoXEnvlFemzz4Lt+fnS8OGuehVaUf8XUVZWpuLi4lOPS0pKVFRUpJycHOXm5uqrX/2qt8329ddf14kTJ7R7927vdfZ8c+ZEAaSDI0ekNWv8aqf2AezWW133CPF26JC0dWuwrXNn6YYb/BNrEZBRaYsyorBo0SKNHj26VvvUqVP16KOPqnfNUsP/YKMg11xzzRm/v+12sYWntv7jdNM1ABBK9uHMht7tLA9jox7f/37tQmRIzQDy0kvStm3+3/e990rt2ytdHIzi/TvqkQ8LEKfLK1FmGQBILV26BE8ttWmXVaukSy912SskQps29klcsnpXF1yQVsEjWuz5AYBYatnSL7keyaZf+GCWHmxniy0wvfBC1z0JNcIHAMT7sLk9eyTOuAJOIXwAQKzZ2reaQ+42+oHUsXcvo1lngfABALFmuxuGDQu2rV7t14FA8rNdnLNm+YtLa9b0QIMQPgAgHoYODW6xtOCxdq3LHiEWDh/2dzPZQuKPP5Z+8xu/qimiQvgAgHiwrYZ9+wbbVqxw1RvEgk2zvPyy9MUX1W0WPPh7jRrhAwAStfB0xw5/rQCSU2Gh9MknwTYrm85JtVEjfABAvNh2S6v9EImFp8nJQseiRcE2OyjODoyz7bWICuEDAOLFjk+3tR+RPvrIXy+A5GHTLH/9a3B3i/3d3nabP72GqBE+ACCeau56sQWL69e76g2iZWXybYGpndcTyaZaevVy1aukR/gAgHjKyfHrfkRi6iU52EjHG2/4W2sjDRggjRzpqlcpgfABAIlceJqb6795UaAq/GwXS1FRsK1jR+mmmzip9ixFfbAcACBKdtbLZZdJ+fl++ED42c6kN98MtjVvLt1+u5SZ6apXKYPwAQDx1rSpf9gYkkN5ufTii9KJE8H2yZOlTp1c9SqlMO0CAECk116TDh4Mtl1xhT9dhpggfAAAEOm666Rzz61+bLtaxoxx2aOUQ/gAACBShw7SN78pDR7s1/Gweh5W1wMxw5oPAHDBdrvs3OnX/bBKqAgXW1x6yy1SWZlfyRQxRfgAgESysGFVTq3Wh53z0r69dP/9bN0MI/s7qVkeHzHBOBIAJNK+fdLcudUHzFnp7i1bXPcqfVFvxQnCBwAkUteuwcWMhoqn7vz9734V05rbahFXhA8ASPRQfmTFU/Pxx9KXX7rqUfqyEae335Y++ED63e9qb69F3BA+ACDRhgwJHsNun7pXrXLZo/RjQeOll6STJ6srms6aVfsAOcQF4QMAEq1lS7/kes2pF9YfJIaFPatgapVMIw0fLmVluepVWiF8AIALNadebAGqbb1F/NmCXxvpiGTbnUeNctWjtEP4AAAXevf2t9lGYuFp/Nk2Z1vjEcn+HqymB9udE4bwAQAu2BvdsGHBtjVrpIoKVz1Kfbt3++e21Dz0z06qbdHCVa/SEuEDAFyx8BH5afvoUWntWpc9Su3ibi+8IB0/HmyfNEnq3NlVr9IW4QMAXLHqmX37BtuYeok9W8j78st+QbdII0ZI+fmuepXWCB8AEKaFp7YQcs8eV71JTYsXS598Emzr1k2aMMFVj9Ie4QMAXLJdFjXPD1m50lVvUo+FDgsfkeyguClTgrVWkFCEDwBwyY5qHzo02LZ+PTU/YsGmWf761+C9tPt9221S27Yue5b2ONUWAMKw8HTJEql7d38aZuBAtn3Ggu0cyswMVi0dO1bq1ctlr2CbvSorwxWvDx48qOzsbJWWlqotyRRAOn1Kr1n3A2fPzsyx0Y9Nm/xQ99WvEuxC8P7NyAcAhAHBI36l7O+4Q3rvPX9UieARCoQPAEBqs3UeI0e67gUiED4AIIzstNVt26RDh/zdMD16+G+iqI17lfrho7CwUL/4xS+0YsUK7dq1SwUFBZo8efKp519++WXNnDnTe37//v1auXKlhtZcyQ0AqN+6dVJBgb/rxSpzWunvfv2km2+ufRpuuqu6V/bVyqfn5nKvkkDU0bC8vFz5+fmaMWNGvc9feeWVeuKJJ2LRPwBIL/Ym+tRT0tKl/iJU2xPQsaNf++Ppp/3n4bN7YffE7k15ub+75bPP/IPjuFepNfIxceJE76rPnXfe6X3dsmXL2fUMANJx+uD556Vly6TsbH9xpE0lNGvmF8SyE1mnT/dPYK1vWmHcOCkrq3b7/v1+oGksO27e+lRTWZm0YEHjv6+txejUqXa7nXMzd+7p71XVLpauXf3/f3ZPbKTInrNKsXPmSHl5TMGEkPM1HxUVFd4VuVUHANKSrVuwyypwRu7K2LXL/2pvqhZAcnKkdu3q/h6jR9cdPiwknM25MZdcUnf4sJ/fZ/N9bftrXeHjxInTf98DB6RVq/zdLDbaUTO42LoPG/mw+0ldj9BxHgenT5/u7QuuurpbkR0ASEc2ymFvnPZJvi7Nm/unskZ8YEtbdg/sXtioUF0l6887zy8uZvcUoeM8fEybNs0rSFJ1bd++3XWXAMAN26lhoxYdOtR97ogFk6ZN/aqd6c7ugd2LY8eC7bbg1C5bA2L3sua5OQgF59MumZmZ3gUAac+mCmynhi2gtF2Cn3/uTz8YW3i6datfKMvWddS3jqGukQBjb8KXXdb4vtn0Rl3sDf5svm9dUznGgsXpvq9NQdnUS3GxP1Jk01StW/sjHsbWfNi9snuK0HEePgAA/2CBwraI2giwrVWwY99t/Yd9irc308GDpfvvb9wWUqugGo8j5K1/8fi+FqLO9H179/Z3tVhIq7pXtm7Q7pXtELIyECw2TY3wUVZWpmJLmv9QUlKioqIi5eTkqEePHl5tj23btunTTz/1nt+wYYP3tXPnzt4FADgNCxYWMKrqfOzc6Y8u2Kd4ezOldkU17lX6HCy3aNEijbbV1DVMnTpVs2fP9q677rqr1vM/+clP9Oijj57x+3OwHABQtTMq3KtQiOb9m1NtAQBAQt+/iYYAACChCB8AACChCB8AACChCB8AACChCB8AACChCB8AACChCB8AACChCB8AACChCB8AACC9D5arKrhqldIAAEByqHrfbkjh9NCFj0NWm19S9+7dXXcFAAA04n3cyqwn1dkuJ0+e9E7EbdOmjTIyMmKeyizUbN++nXNjzoB71XDcq4bjXkWH+9Vw3Cv398rihAWPLl266JwzHOwXupEP63C3bt3i+mfYzeYfZ8NwrxqOe9Vw3KvocL8ajnvl9l6dacSjCgtOAQBAQhE+AABAQqVV+MjMzNRPfvIT7ytOj3vVcNyrhuNeRYf71XDcq+S6V6FbcAoAAFJbWo18AAAA9wgfAAAgoQgfAAAgoQgfAAAgodIifBQWFmrSpEle1TWrmjpnzhzXXQqt6dOna8SIEV6F2XPPPVeTJ0/Whg0bXHcrlJ555hkNGTLkVKGekSNH6s0333TdraTw+OOPe/8tPvDAA667EjqPPvqod28ir379+rnuVmjt3LlT//RP/6QOHTqoRYsWGjx4sJYvX+66W6HUq1evWv+27LrvvvsS3pe0CB/l5eXKz8/XjBkzXHcl9BYvXuz9Q1y2bJneeustHTt2TOPGjfPuIYKsEq+9ia5YscL7YXfttdfqpptu0tq1a113LdQ++OAD/frXv/aCG+o2cOBA7dq169S1dOlS110KpS+++EJXXHGFmjVr5gX/jz/+WE8++aTat2/vumuh/W9vV8S/K/sZb2677baE9yV05dXjYeLEid6FM5s7d27g8ezZs70REHuDvfrqq531K4xsNC3Sz3/+c280xIKbvXmgtrKyMt1xxx36zW9+o5/97GeuuxNaTZs2VefOnV13I/SeeOIJ74yS3/3ud6faevfu7bRPYdapU6fAY/vwdMEFF2jUqFEJ70tajHyg8UpLS72vOTk5rrsSaidOnNCf//xnb4TIpl9QNxtVu/766zV27FjXXQm1Tz75xJsmPv/8872wtm3bNtddCqVXX31Vw4cP9z6524ekYcOGecEWZ3b06FH94Q9/0N133x3zQ1wbIi1GPtD4E4ZtTt6GNQcNGuS6O6G0evVqL2wcOXJErVu3VkFBgQYMGOC6W6Fk4ezDDz/0hn5Rv0svvdQbcczLy/OGxh977DFdddVVWrNmjbcWC9U2b97sjTY+9NBD+tGPfuT927r//vvVvHlzTZ061XX3Qm3OnDk6cOCAvvGNbzj58wkfOO2nVPuBx3xz/ewNoqioyBsh+stf/uL9wLN1MwSQIDu6+3vf+543x5yVleW6O6EWOUVs62IsjPTs2VMvvvii7rnnHqd9C+MHJBv5+Pd//3fvsY182M+smTNnEj7O4Nlnn/X+rdkImwtMu6BO3/nOd/T6669r4cKF3sJK1M0+YfXp00cXX3yxt1PIFjY/9dRTrrsVOrZmaO/evbrooou89Qx2WUh7+umnvV/btBXq1q5dO/Xt21fFxcWuuxI6ubm5tYJ+//79maY6g61bt+rtt9/WN7/5TbnCyAcC7Kif7373u970waJFi1i81YhPYhUVFa67ETpjxozxpqgi3XXXXd4W0h/+8Idq0qSJs74lwyLdTZs26c4773TdldCxKeGapQA2btzojRShfrZA19bI2PorV5qmy3+8kZ8aSkpKvKFyW0TZo0cPp30L41TLH//4R73yyive/PLu3bu99uzsbG8PPapNmzbNG7a0f0OHDh3y7psFtnnz5rnuWujYv6Wa64ZatWrl1WZgPVHQD37wA28nlb2Bfvrpp97poxbOvv71r7vuWug8+OCDuvzyy71plylTpuj999/XrFmzvAv1f0Cy8GHTUjbq6ExlGli4cKGd3Fvrmjp1quuuhU5d98mu3/3ud667Fjp33313Zc+ePSubN29e2alTp8oxY8ZUzp8/33W3ksaoUaMqv/e977nuRujcfvvtlbm5ud6/q65du3qPi4uLXXcrtF577bXKQYMGVWZmZlb269evctasWa67FGrz5s3zfqZv2LDBaT8y7H/cRR8AAJBuWHAKAAASivABAAASivABAAASivABAAASivABAAASivABAAASivABAAASivABAAASivABAAASivABAAASivABAAASivABAACUSP8fI3KBVa+uwSYAAAAASUVORK5CYII="
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": "'线的样式\\n- 实线(solid)\\n-- 短线(dashed)\\n-. 短点相间线(dashdot)\\n虚点线(dotted)\\n'"
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x = range(1,8) # x轴的位置\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "# 传入x和y, 通过plot画折线图\n",
    "plt.plot(x, y, color='red',alpha=0.5,linestyle='dashed',linewidth=3,marker='o')\n",
    "plt.show()\n",
    "'''基础属性设置\n",
    "color='red' : 折线的颜色\n",
    "alpha=0.5 : 折线的透明度(0-1)\n",
    "linestyle='--' : 折线的样式\n",
    "linewidth=3 : 折线的宽度—粗细\n",
    "'''\n",
    "'''线的样式\n",
    "- 实线(solid)\n",
    "-- 短线(dashed)\n",
    "-. 短点相间线(dashdot)\n",
    "虚点线(dotted)\n",
    "'''"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-10-14T08:34:08.122245300Z",
     "start_time": "2025-10-14T08:34:08.065935500Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": "\" 折点形状选择:\\n================ ===============================\\ncharacter description\\n================ ===============================\\n``'-'`` solid line style\\n``'--'`` dashed line style\\n``'-.'`` dash-dot line style\\n``':'`` dotted line style\\n``'.'`` point marker\\n``','`` pixel marker\\n``'o'`` circle marker\\n``'v'`` triangle_down marker\\n``'^'`` triangle_up marker\\n``'<'`` triangle_left marker\\n``'>'`` triangle_right marker\\n``'1'`` tri_down marker\\n``'2'`` tri_up marker\\n``'3'`` tri_left marker\\n``'4'`` tri_right marker\\n``'s'`` square marker\\n``'p'`` pentagon marker\\n``' '`` star marker\\n``'h'`` hexagon1 marker\\n``'H'`` hexagon2 marker\\n``'+'`` plus marker\\n``'x'`` x marker\\n``'D'`` diamond marker\\n``'d'`` thin_diamond marker\\n``'|'`` vline marker\\n``'_'`` hline marker\\n\""
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x = range(1,8) # x轴的位置\n",
    "y = [17, 17, 18, 15, 11, 11, 13]\n",
    "# 传入x和y, 通过plot画折线图\n",
    "plt.plot(x, y, marker='o')\n",
    "plt.show()\n",
    "''' 折点形状选择:\n",
    "================ ===============================\n",
    "character description\n",
    "================ ===============================\n",
    "``'-'`` solid line style\n",
    "``'--'`` dashed line style\n",
    "``'-.'`` dash-dot line style\n",
    "``':'`` dotted line style\n",
    "``'.'`` point marker\n",
    "``','`` pixel marker\n",
    "``'o'`` circle marker\n",
    "``'v'`` triangle_down marker\n",
    "``'^'`` triangle_up marker\n",
    "``'<'`` triangle_left marker\n",
    "``'>'`` triangle_right marker\n",
    "``'1'`` tri_down marker\n",
    "``'2'`` tri_up marker\n",
    "``'3'`` tri_left marker\n",
    "``'4'`` tri_right marker\n",
    "``'s'`` square marker\n",
    "``'p'`` pentagon marker\n",
    "``' '`` star marker\n",
    "``'h'`` hexagon1 marker\n",
    "``'H'`` hexagon2 marker\n",
    "``'+'`` plus marker\n",
    "``'x'`` x marker\n",
    "``'D'`` diamond marker\n",
    "``'d'`` thin_diamond marker\n",
    "``'|'`` vline marker\n",
    "``'_'`` hline marker\n",
    "'''"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-10-14T08:36:15.743035900Z",
     "start_time": "2025-10-14T08:36:15.668732900Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": 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H3ZZEsgCPiTzvPRG1cp588knRbuG2TElJSejjhRdeiN0RAiARnBXw5B2rxdXqaPIz7eJ2M2UJADmRsY0zWph09Q9R36DX6MMx7XtP0rh8Ma6UmO29J+JWTqQghQ+AsVw2J4+0qTwuP3Pp+f/ZuMBUbwxAXmQ0vjIcFJflsFG32yteUwuKMo0+JNNx9aJC8gXPyd+6dSnNK8gU7RuzVEo0sCsHgDhz4nxvSJTcfFFAjHxQ32XwUQFVkGmr8HhmYzJnSuo7+oXHJMNuozsuraTL5+aZTpQwECYAxJkT53vE5wVFGbS6cpb4+sBZCBMQH5zB1Nfq/AySDc0Ai2V+Fw7WM/PKGAgTAOLMyaAwmV+USasrAsLkREsPdbuHDD4yIDveYR/VdQRO2tWSeUxGL/NrwGROWGot0saDMAHAoFbO/MIMKsi0U3luKnHb91AdqiYgtvDEytCwnxzJiVSSZY7MilhtGQYTcQYrJhAmAIAxnGzRWjkBc55WNTlQ12nocQF1jK9VeemUaEJvwUxBlokcxmcIEwDiSEefh9p6PeLreYWBHv/Fms8EFRMQp1K+bKPCGsgymebzb3J/EYQJAAYYX7nknG63jamYHKzrJJ9JtnsC2Y2vcgoTbV9Oa88guYeGjT4cU9HtHqK23kFL+IsgTAAwwPg6OmNhUXEmpSYnUY/bS6daAycOAGJbyjf3FXO0zEpLFq8lZqptuipyJvjcF2baxbiwmYEwAcAI42vRyInBlpRIF5Vli68PnIXPBMQOq5gfo4VHYLV2Dgyw4UeFrfDcQ5gAYESGSeHYVMoRnwmECYgN/R4vNQarCHNNXsqfCdgybH1/EYQJAHHkZEugYjI+LntkMgcGWBAbzrT1h9odOWkpJCswwFp7IoeBMAEgTrT3DoqpHA5c1CZyNFZV5IjPp1p6qas/MLUDgKonppmALBPrJ/5CmAAQZ39J+aw0Sk0Zu24+L8NOVXmBiYKD2JsDFD8x6RJLjyyTMct0NX8RWjkAgDDBauFPDNrenIMwwALFPQYzARWTibT0DFKfZ1gs7OMLI7MDYQJAnI2vvCMnHPCZgFiiSitndk7gxNvc7Ra7gQCFJnLKZ6VSis38p33zHyEAkrVyJq2YjApaG0bQGtC5lD96s6zMcE5HclKCeA2xOAFkOVEKYQJAnE4Moa3C40aFNRYWZ1J6SpIouWrVFQD0oLN/iFwDQ6E9OTLDO4BKtZFhtHMs6S+CMAEgDvB+HD45JIaZyNHg/u/K4HQO8kxALE5MbAx1BJNRZQbL/CapmFikWgZhAkAc0KolFblpU54YQj6Ts/CZADVTP3WdzEHFZIzxea5Fnn9zB+brCPcb9zk7qKXHTYWZDrqkOldcoZoJKxwjiI3xdaIBFhUToK7HQK9lfmjlEA0N+6iuvd9SFRMlhMmumiZ6fMfRMUudSrId9NiWJbR5WQmZASscI4ieE8HE1/mTtHHGB63xiYTD2HLT5U3oBPFDuYqJNjKMVg5x1cjr84vlhkWZDrIC0rdy+IR/77MHJmyabHa5xe18v9FY4RiB/luFw8FR4doeE57OAUDPionsEzka8JhM9BdV5acLY7AVkFqYcGuEqxDhBi+12/h+I0czrXCMYOYTOeG2Ck8G2jlAT3w+Pznbg8LEIlMZuoWsdQ2If7/K1Gpj4haqlkndymG/xvgqxGj415Xvv+jx/6XkpETD+n99g8MXPEb+t1w+Ny+uxwb0obVnUIxq8sXK3IJpCJPKWfTi/gbajwRYoAONrgHyeH0i20NrcchOcbZDvN74393WO0iFWdZoYcQCpwX9RVILEzaRToeAMJhcHFjp3wLMh1YtqcxLn9ao5sXBaPoP6l0iudJmkGgGcp2Y+PdPFTM9X2gWZzmo0eUWO3MgTMhSbTyphQlPtkyH7//dClpZHjAdxptD9V30tRc/0O3fAkw8kXMB46vGvIIMynTYqMftpY+ae2jZ7OwYHyGQGSteMesBV4dYmPBkjtYeVZFaCxqfpRYmPG7Lky1sIg3XZUwIlvw+tmq2YVcS/Mvygz8ev+Ax8r8FWH1539TGVw02qLFQ/vPJNuEzgTABqnkM9DLA/pU6lTbA9g16Q7H8VhImUteIWWzwuC0zXnZo3/P9RpY3pzpGMskxgpkRifF1YtAafCZgZqiyVXg8mp+moTOQ4aEiZ4KmZ44d4Ik/qyC1MGE4A+TJO1aLqsNo+Hu+3QwZIZMdI/OtW5eZ4hjBzHfkTLdiMtpngk3DQLU9KXqBkDWybBtP6laOBp/Yr19SbOpU1fHH+PM/19KRc92hMiywJi09g9Tt9orftUiuWHlnTkICUV1Hv5jqKci0x/Q4gZwMeodDsexWOznNFGSZEDkt6C9RomKiwScGHre9ZeVs8dlMoiTcMX5t0yJx2wt/rQttBQXWNb5W5qWR3Tb95WlZjuSQWRZ5JiBaOIrc7yfKtNsoP8M6pXxd0187B0TlUkWcFm3jKSNMrMb6+fm0oCiD+jzDQpwAa/tLFhROv42jgaA1oJe/hHekJHAJTsGKCb+HdvWreXF3WhMmqJgAPeA3kbvXzRFfP/3OGRHEBqzHiL8k8v4+B60xB7FpGESJqhM5DGcG5WfYlW3n+P1+crZa018EYWJibllVKl5YnPz6+yPYlyPzVuGpKiYfNHRBmIKoUNX4OnEyRz1h0tHnEf42LpRxK9lKQJiYGPYkfPrySvH1z//sVLZPau2JnGArJwphwle52anJNOj10dHG7hgcIVBmKsNiHgO9KFPYAOsMPvel2anTSpw2ExAmJueOyyrJbkukI+dcYmIHWAcONuoZ9JItMSEqVzwHra2qCCQSw2cCZmR+VLCVo3qWSa1Fja8MhInJ4WCc2y4uE1//7M9Oow8HRGF85XXjKbboXmoXhwyw8JmAyOBpvrZeT+h3UEVCW4YVbOU4LSxKIUwswOfWVYvPr390nmqDZiZgHePrdHfkTGWARQIsiJQzwRNTYaadMuxKRFZNQOUsk9qQ8RXCBMSAuQUZdO2iQpFH8It3UDVRwfiqsaI8R6xv5zfW88GdFwBMh9qg8dWKpXzds0wUFCbOkL/IesZnCBOLcPeVgdHh3+xvoM6+QHkWWCTDJIpRYQ2+0tWMs6iagOhSP613YtK7YsI5Jr2DXlKFYZ+fzrQHfDVo5YCYcdmcXFpamkXuIR/96r2zRh8OmMZEzqmW6Cdywu/NgTABUZgfLXhi0otMRzJlOWzK+UwauwbI4/VRSlIilQbFmZWAMLFQ4No9warJL/eeFTswgHlpdLnFFRpP5FTlzezEMJIACwMskH+BW8yW+XX1K/fcV+almXL9yoWAMLEQN11UQsVZDrHU7ZVDjUYfDpiGv6R6BhM54w2wRxpcEKRg+qmfimeYhNuZo5rxdY5Fn3sIEwuRnJRId62tEl8/9TYC16wRRT+zNg5TlZcmxsY9wz76EEFrYBqc7x6kfs+wuFouD1YMVPeZNChkgHW2WdtfBGFiMW5fU0FpKUn0UXMPvX2qzejDARcwvs6fgfF1dBtvtRa0BgMsiGAipyI3bcYVO1myTFSKpa+1uL9I7d9YC5Kdlkx//zfl4msErpmXkzoZXzVWBX0mB+EzAdMA/hK1Q9acFm/jQZhYkM+urRbZFm+daKXjzYGWATDZRM4MtgpPZYDdj4oJiGhU2JonJj2ZnaOZX9UQJu6h4dC/1arPP4SJBanIS6NNS4vF10+9XWv04YBx8JtCn2eYkpMSqHKGEzkaK8qzhV+A9+/wKCAAU4GKyUTzKw8N8Elbduo6+kUYJ49J56WnkBWBMLF44NpLBxvFCw6YB22j8Jz8DGFY1oO0FBstLgkGrSHPBEi8J0VvZqUlU2pwu64Kor5Wi6IvyBD+NCsCYWJROHSLN8/ypMZ/7z1j9OGAsFH0+jriQ3kmZ+EzAZMzNOwTV81W9hjoCZ+cQz4TFYRJm/VFaUTCZNu2bbRmzRrKzMykwsJCuvXWW+n48eOh+zs6OujLX/4yLVy4kFJTU6miooK+8pWvkMvlisWxK48WuPbf755VokRpvSh6fYyvE3wmqJiMid7ee7qdXj50Tnzm71WnvqOfvD6/qBJw7hFQK8vEKYG/KKKVk3v27KH77rtPiBOv10uPPvoobdy4kY4ePUrp6enU2NgoPr7//e/TkiVL6OzZs/TFL35R3Pab3/wmdv8KRdm4pEhcCfAY3G8PNNCnLq00+pCAmMjR1/g6Ppr+aKNLCFFHsDytKrtqmujxHUepyTWy3LAk20GPbVlCm5eVkKqM9pdYtZSvNyptGXa2KSZMdu3aNeb7Z555RlRO9u/fT+vXr6dly5bRb3/729D9c+fOpe985zt0xx13CCFjs6m5ejtW2JISxYTOv+w8KgLXOOMk0YLxwzLh8/lDHpOZbBUOB4vQ/Aw7tfUOUs05F/1NVS6pLEruffYAja+PNLvc4vYn71itrDix+qhoLFCqYtJmfWEyI4+J1qLJzc2d8jFZWVkQJTHi79eUU6bDRrWtfbT7eIvRh6M8fEU2MDQslmdV5uqbuDkmaE3hdg63a7hSEq5po93G96va1pHBYxCrfTmyh6y5+oeoPbh9Xklh4vP56IEHHqC1a9eKSkk42tra6Fvf+hZ9/vOfn/TnDA4OUnd395gPMH0y7Db65CUV4uufI3DNNMZX3lHBFS290fbmqJxnss/ZMaZ9Mx6WI3w/P05FZPAY6I0qrZzaYOIve4vS7dYtBkT9zslek5qaGnr++efD3s8C46abbhJek29+85tTGmqzs7NDH+XlgVRTMH3uvKJKbLHdW9suSvzADFH0+rZxxvtMeNOwqruSWnrcuj5O1pMThMkI2lQO5wB5h30kK04J2jhRC5P777+fdu7cSbt376aysrIJ9/f09NDmzZvF9M727dspOTl50p+1detW0e7RPurr66M5JKUpzUkVm4cZ9poAEyzvK4zN8qzls7OFCOXsGtnL0pNRmOnQ9XEy0TfoFQv8tBwdEKAgwy7aq9zeY3EiK05J/EURCRO+QmNRwmLjjTfeoOrq6rCVEp7USUlJoVdeeYUcjqnfHOx2u/CgjP4AkXP3usDo8I4PGqnJpeYJywycCE7kxKpiwpM4S0uzlPaZXFKdK6ZvJoPt33w/P041tBMTJ37yXi0QgIcCSnICvzMyC/paSfxFiZG2b5599ll67rnnRDWkublZfAwMDIwRJX19ffTUU0+J77XHDA8jZyOWLC/Lpkurc0V+wS//ctbow1F2IudUaHlf7K5WtYV+qm4a5mh+HgkOhzaTxvfz41RDllJ+LFBhmZ9TEn9RRMLkySefFO2WDRs2UElJSejjhRdeEPcfOHCA3nvvPTpy5AjNmzdvzGPQoolfTP1z750VJV0QX+o7+8k95BNr5vXakXMhn4mq8CjwvIKJ4q8g045RYQlOTLFAdgOs3+8fWUUQ5rUhdSsn3Mddd90l7mfBMtljqqqqYvVvAEGuXVQo3pC63V568X0IQaOMr3MLMmJ6ta5N5hxt6qZ+j5oClPNKTgdNnj+5fRWVB6+G/+nGxcqKEpk8BjHdMixpxaS52y2iCtiDplWHrAp25UjWR/3suoDv5xfvnFE2x8HoUeFYtnGY0mwHFWXZxfN7uEHNKaw/1DSJDapcPbp5RSlds6hQ3H6oQd0q0ugFbjC+Th6y1tAV2CMkaxunIjdNt+WhRmHtowcT+D+ryygnLVks8XrtaLPRh6PmRE6MjK+jg9ZG2jlq+kx+f6RJfL5pecmYKpKqvhuGK9Mh8yMqJsp5TGolauNBmEhGakoS3RHcmfMzBK7FlZNB4+v8GI0Kj0blTcPcxvnrmYAAuVETJsH/jw8bu5VdaMmJnz1uL/F6HL5qBuE9Jo1dbmFUlw0nhAkwM5++olLM7HM6qKpX1PFmeMxETmwrJqMncw7WdSoXtKZVS9ZUzaLi4NgwXw2z8ZWn0o4oGjKonZj4BKz6gsdw8O8KW788wz6xb0o2nBL5iyBMJISDpf52Zan4+ilUTeK2an7Q6yO7LZHK43C1umx2lhCffJV8tl3OnvlkvDqujTN+j5Cqcf2yjIrGCvZdcFQ7Uy9hO8cZyjCxvr8IwkRS7r6yOmQS5JMmiI/xdV5hbCdyNOy2JCFOGJWqYo1dA0J4cLvihlHCZGx7S53/j9FoU0pWD9eKxzI/2UaGPV6f8BXK4i+CMJGURcVZdOX8fOJW6tPvnDH6cJTxl8SjjTPhRKyQMAm1cSpzqSh49auxWvE9QlrFxOoZFvGYzJHNAFvf2S/ayWkpSVSYaSerA2GiQODaC3+tI9fAkNGHo0TFZH6MR4VHMzKJ0qVeGye4G2r8HqHkpAThH5A5dlwF82PsQ9b6pW3jJXA50eJAmEjM+vn5IlOjzzMsxAmIfbjagsL4V0w+au6mXgWSfhs6++lgXVegjbOseML9bPhcUpqtpM+Er5Y1rxGEiXoVE6dkohTCRGJYOWvL/bidMyTxum+jTwqnW+PfyuEpA74C5Hbd4Xr5qyZ/OBLI5bmkKpcKx7VxNDQDrErtLc17w9MmvA6Bt42DqSsmslXUaiVZ3qcBYSI5PJ2Tn5FCTS53qD8P9OVse58wnzmSE+MeBb1KoROx1sa5OUwbR2XfzegTU1VempLLCyMOWesakMqHVKsl/kriL4IwkRwub3/68sCeop//2SnVi9FsbRyeyOG1APFk5EQsd8WEJ8sO1XeJHIpNYdo4Gloi7rGmHqX2CGknJllK+bFCqyb1e4apq18e350TrRxgNT51aYXI1+DgqX3ODqMPR94o+jj6SyZOosgdtMZj78yl1Xkip2eqEw9nVXB77YN6dYLWZNkqG48LtfwMu1Qjw72DXmrpCQTGVUGYAKuQl2Gn2y4uE18jpl5/TmhR9HH0l2gsKckSopOv/rRyvoy8enjyaZzxrK5Up70l6xVzXJb5dcoxmXMm+Nxzyz47NZlkAMJEET4X3Dr8+kfnQ2VfoPfyvvhfrbLZ8aKybKmDxbiN80GDS7RxNk/Rxhnf3uK4flWo1TJMIEym7TORxQBbK6EohTBRhLkFGXTtokKxKv4X76BqohfeYV/opBDPiRyVfCaa6fWyOXmhMvxUqBa0xksLG10D0p2cYkVZKMtEDmHilHAVAYSJgoFrv9nfQJ19HqMPRwrOtPeLMc3U5KTQKGK80Rb6yVoxiaSNwywtDewR6ujziOdHdji/hPVXlsNGuekpRh+O6ZEty6RWW0Ugkb8IwkQhLpuTK9603UM++tV7Z40+HKnaOJz4Gu+JnPGeihMtPdTtlmfSQBvFZtO2aOMsvXAbZ8IeIUnFWtiJnIIMKVI/Y41sWSZOtHKAleE3rXuCVZNf7j1Lg95how9JmlHh+QZM5GjwlEp5bqq4av5AsqA1rY1zxdx8YeKeLtrYsAoGWM1jMFeiE1MskWmRn9/vH9mRJNHzD2GiGFwO53HK1p5BeuVQo9GHY3lOthhnfA2/WVcuYaKFAk63jaOK70b2K+Z4tHJ4f5jVVzm09XqoZ9Ar1jRU5AUElwxAmChGclIi3bU2ELj21NsIXJspJ7UdOQYZX8dXCPZLVCHgMciac90iyXTTNNs44w2wxxXYIxQSJhKsu48HGXZbaKzW6j4TZ/C550kjbmHKAoSJgty+pkKsx/6ouYfePtVm9OFYFt49pBnP4rlV+EIjsj5eniNVGycvYlNnUdbIHiHZ2lvjQcVE3S3DTs34mi+P8ZWBMFGQ7LRk+vu/KQ/F1IPojZlDw35KTzFuIkdjUXGmmAzqcXtDCwVlmcaZajfOtMaGJTbAdvV7xPQRA2GiXpZJrYSjwgyEiaJ8dm21mHTYc6KVTgQnS0CUO3KKMg2fhrAljQpak6Cdw5MmR5sCbZyNSyJr46i0aVgzvpZkOygtxWb04VgGWUaGa0OrCCBMgASwUUrr2z+FqklUaIJuQaE5yqghn4kEFQLN9Lp2Xj7NijKbY7QBVpb2lgrhWnEdGbb4ZI5T0jYehInC3H1lIKZ++8FzYkoHWNP4KuMkyk6tjbM8ujYOszi4R4inL2TdIyTriSlerRwrV0yGfX7RTpbx+YcwUZiLK3NpVUWOSC7973cRuBZtxcRo46sGP5fMqZZecll4pTsfPxuzbdzGWVo0oz1CK8rkbudAmETH7Jw0y3tMznUOCI8bi+/SbGM9bnoDYaI4d68LBK49++5ZsXMDTA+P1xc6KZilYsIBZFXBLIOD9Z2Wb+Osm59POWkzi1hfFUzFlXWhn6weg3hVTNp6By37vlcbnMhhUWpU6nSsgDBRnE1Li8SLlJ39vztwzujDsQxn2vvI6/OLTAQ2HpoFGSZRQqFqM2jjjG9vyeC7GQ/7ZrRx0WrJxkVjTU5asohMYBot6jOpldhfBGGiODzN8Zm1Aa/Jz9+uldYkGKs2zrxCc+0nsbrP5FRLj2jjJCdFP40T7v/jZEuvdHuEmrvdYu8Vt7zKgxUAMD34NTuSZWJNYeKUuI0HYQLoE2vKKdNuEwr8zRMtRh+OpUaFjY6in+xEfKi+S5jjrMarh5vF5yvnF4i8nZlSkGmnitw0sUfokEXF2oVOTDxhxxcYILqRYav6TJwQJkBmuB1x+6UV4uufvYXR4Ui2CpvFX6KxsDhTBL5xDLu2x8dKvHoksL/pRh3aOLLnmYT8JRKemOKB1SdznBL7iyBMgOCuK6pEmNXe2naqOecy+nAsNJFjLmHCz+HK4InYar4K/j/lShS3ca5fEv00zmS+G6v9f1wIZJjoM5ljxVaOe2g4dNwy+osgTICgNCc1ZDbk5X5gcga9w3Smvd+UrRwrbxrWIujXcxsnuGRN7/aWTB4qGF/VTX89E8wvYRNvpHukrACECZgQuLbjg0ZqclnvxRrPEir7N9iXU5xlnomccAv9rAJvudaW9t0U5W6c6ewROiXJHqHRrRxUTKLDyubXWsmrZRAmIMRFZTl0SXWuGIP95V8QuHYh4ysHq5lpImd80BqfuLQFb1b4P+VgtZSkRLpOxzYOw8bQFeXZUrVzOEenviNQtZsroccgHmiTTHwRxpvCrYRTclEKYQLGcM+VgcC15947S32DXqMPx5ScMqnxVYNDybSTlVWqJq8eDphe1y8ooCyHfm2cie0ta/x/XIi6jn7irhQbnXnyCEROfoZdCGH+f2x2ucmKFZM5ECZABa5dVChUeLfbSy++X2/04Zi8YmJOYTI2z6TTUm2cm3Vu41jx/yOiK+aCdFNW7awAp6WW5jgs2c5xSu4vgjABE16sn10X8Jr84p0zlszCiDUngmO4ZjS+TkyANb8B9vj5Hjrd2id221y7uDCm/x/893T1W6O9pfKJKV5Y1QDrRCsHqMb/WV0m3N5cLn7taCDwCoxM5JwNTeSYt2JyceXIJIrX5P1zbRpnw4ICyoxBG4fhyQXtTfygBEFrsp+Y4kWZBZf5dfZ5qDO4pFPW5x/CBEwgNSWJ7ri0Unz9sz9jdHh8b5erSFkOGxWauLc/ryCDMh02GhgaFhHvpm7jHI7NNM5kpmAZ2jlc+ZHZYxD3iklX4GLDStNYpdkO8V4tIxAmICyfvrxSGMN4ikGGN3K9g9W4WmLm3j635FaWm3+z7rGmHvFGG2jj6DuNI7PPRObUz3hixZFh5yh/kaxAmICwFGY56G9Xloqvn0LVJMRJCxhfrbTQT4ugv3phgViNEJf2Vp019whp9LiHqLVnUHxdhYqJch4TZ8hfJO9zD2ECLhi49oeaplBmguqMVEzMbzrUTsRmze4Y28YJiOBYwlUuFj99nmE6buL21oU409YfGneNxWi1ihWTxi63ZVKBnSF/kfnfg6IFwgRMyqLiLLpyfr6Y83/6nTNGH44pONmibRU2f8WEd+Zwt4lNzG29gStsM/FhY7eI9rdzG2dRbKZxxu8R0oLWrNzOqQ1eMcNfMnNKsh3i98Iz7KNWE75GVMwwYSBMwJTcHQxce+GvddTtDjjBVYUXZ50N7qjg1Fezw1fT8wszTBsspmWXXLOokNJj3MbRuFgCnwkmcvRNBdbWSlhhMsfn84f25MjsL4IwAVOyfn6+aFtw+fv5fXWkMqdbe0X1iBfMFWSYdyLHCj4TbuP8Pka7caZiVbC9ZeWR4dAVs8QnpnhiJQNsU7eb3EM+sYFbO24ZgTABU8KTJ3evC1RNnnnnjOV2SsTC+MpCzcwTOeGD1jpN18bhPBhHcqKomMSL1eWzQlWHdouU7seDiklsDLANneb30TmDorQiN01Ue2RF3n8Z0A2ezsnPSKFGlzt0lauy8dUKEznjKyaHz3WZSlTuDJper11URGkp8WnjMNlpyaP2CFmvasKVJowK60uZhSZznIok/kKYgAviSE6iT19eJb5+6m2neHNUeUfOgqBvwwqwQY5bT1z+PdbUTebZjRMYE75xefzaOOOnlazoM2GDZu+glxITiMpzA6mlQJ1WTq0iohTCBEyLT11aIaYnDje46Ol3nPTyoXO093S7pfMgIuVkaEeOdSomHLQWSjw1STvnyDkX1XcMUGpyEl29qCDuf7+Vg9a0Un7ZrDSy2+RM/Yw3VsoycSrSxotImGzbto3WrFlDmZmZVFhYSLfeeisdP358zGPcbjfdd999lJeXRxkZGXTbbbfR+fPn9T5uEGfyMux0SXWu+Ppfdh6jrz5/iG7/2bu07l/foF018rd3BjzDYuzWaq2c0ZMo+03SutCyS65ZXBjXNs54380H9S7T7xGa7IpZ9hOTURUTs1eDaxUYFY5YmOzZs0eIjnfffZdee+01Ghoaoo0bN1JfX+A/i3nwwQdpx44d9OKLL4rHNzY20sc//vFYHDuIIyw+/nyybcLtzS433fvsAenFCU/k8HvWrLRk4bexEmYywPIbv+YvudmANo6V9giFA/4S/SkNCpN+z3BoOZ5ZF4g2BA26MsfRMxFdruzatWvM988884yonOzfv5/Wr19PLpeLnnrqKXruuefommuuEY95+umnafHixULMXHbZZfoePYgL3K55fMfRsPfx9QXPp/D91y8pFmFFMqK1cbhaYpWJHI0V5TnCk8BXhC3dbrFuwCg+aHCJ40hLSaINC+M3jTOxvTWL3jrRKto5y2YHQtesgCpXzPH20BVk2kXMP7dzeBO1Ganv6BdxBZxebJW4AkM8JixEmNzcQImfBQpXUa677rrQYxYtWkQVFRW0d+/esD9jcHCQuru7x3wAc7HP2UFNLvek97M44fv5cdIbXy0QrDYefiPTfDFG+ypePRwwvfLCPiM3o642me9muqgylWFcO6ff9KK0Oj/dchdHcRMmPp+PHnjgAVq7di0tW7ZM3Nbc3EwpKSmUkxN40WsUFRWJ+ybzrWRnZ4c+ysvLoz0kECNaety6Ps6KnBy1VdiKmGFvTiBULfA+cJNBbZzxBtj9FjLAsh9G8znJXso3LsvEvAZYp0L+oqiFCXtNampq6Pnnn5/RAWzdulVUXrSP+vr6Gf08oD+FmQ5dH2flisn8QmsKEzMkwB6q7xJtnHTRxon/NE64PUI8HaRt6jU7/H83NOwX03ElBrbjZKQsxzrCZI4CojQqYXL//ffTzp07affu3VRWVha6vbi4mDweD3V1jX3z46kcvi8cdrudsrKyxnwAc8HTOLzsarLiId/O92tTOzJO5NQHTWdWbOWMNsDyqK7H6zN0GofbONzXN3qP0IJCc7S3oinls08GxCBkzcRZJrWjnn/ZSYy0FMuiZPv27fTGG29QdXX1mPsvvvhiSk5Optdffz10G48T19XV0eWXX67fUYO4wobWx7YsEV9P9nbI98tqfD3VEpjIyUtPEWPTVqQqL02Y+liUfNgY8IbFe/mYEbtxpmJ1ZY61hIlCV8zxxgpZJrXa86+Avygx0vbNs88+K6ZuOMuEfSP8MTAQeDLZI/K5z32OHnroIVFNYTPsZz7zGSFKMJFjbTYvK6En71hNxdljS8hcVubb+X75o+it+4bAZjnN8GmEz+RgfZdYacBtnKsWGNvG0eDJHCsZYEeMrxAmejM7J83UFZNu9xC1BXc7VeXLn/gb0bjwk08+KT5v2LBhzO08EnzXXXeJr3/4wx9SYmKiCFbjiZtNmzbRf/7nf+p5zMAgWHzwSDBP3xxu6KJtf/hIXAlfMS+fZOaEBRNfJzsR/+lYiyE7YrQ2zvVLjG/jTNgj1BBob6XYzB2EPWJ+tK5ANnvFxDUwRD3uIcp0JJOZOBN87nms2WzHZopWTrgPTZQwDoeDnnjiCero6BDBa7/73e8m9ZcA68Htmsvn5tEXrppL8wszaMjnpz8dPa/EVmGrJb6aJYp9bBunlMwCZ4HkpCXToNc8e4SmE0ePiklsRur5d8GsVROnQhM5jLkvEYCp0RawaVfDsrdyrLS8LxwryrOFsOTMmcY4vvmyEGrudlOm3UZXzjdPdU0ErZVbw2fCBmxuhTEIV4txlokJfSa1QVGqbcaWHQgTEDWaifGtk62iBCojfYPe0Aih1Vs5vJdmcUn8J1F2mrCNMyHPxOQ+E+2Kma/qZ5k0mdTqmHnLcC0qJgBMDz5R8/gsZyu8Jmk7hydyGN6PI8MJIdTOOdsVtzbOH2rMNY0TbozaCN9NVBkWipyYjMDMkzlOxRJ/IUzAjLhpecAzoHkIpJ3IsWiwmtE+E05WPd89KJbmrTNRGyfcHiFeSGlWVDsxGUHZrDRThqz5/X7l/EUQJmBG3HRRwNj8Z27nmHgzZ7ScDFZMrBqsNlk0PWeZuIeG4zqNY7eZq42jmR4XFmeZ3meCDJP4tXIaTNbKae0ZpD7PsBDQFbnyjwozECZgRswrzKRFxZminfPHo+H3IcmRYZIpTcJlfoZdPF8151wx30qtVdJuNmEbx0oL/VSbyjA0/dVkFZPa4HNfnptm+pF2vVDjXwliiraQ7VUJ2znaqLDVja/hgtZiXSF4/0wHtfQE2zjzzBGqZqYx6kiAMIlfxYSDzOJRTYx0ImeOQs89hAmYMTcGr4bfPtlGXf0ekoXeQW/IoS9LK2e04TPWBlhNqG5aWmzqKz2tvVVzrpsGveY5IWl09HmoK9gmrcpT5+QUb3jiiZOJzTaZ41TQX2TedwtgGeYWZNDikizy+vz0xw/lmc45GWzjcNpiTpr1J3LGn4jZmMrGuti1cZpNO40zmkptj9CwT4gTs6GdmPiKPjV44gSxqSaacTLHqVXLFPIXQZgAXbhpecAEu1Oido5sxleN5bOzyZaYIEx1sZpA4LUFXBLPTk2mtXPNN40zWXvroAnbOSptlTUaM2aZ1Co4Kg5hAnRNgX3nVBt19nmkqpjIMiqswSFnS0tjO4ny6pFG8XnT0iJTt3EmLPQzoTCBvyR+mK1i4h32UV17v3LPv/nfMYAlmFOQQUtKskQJ/38/lGM654RkxtdwJ+JYBIvx78CummbT7caZVnvrbOzaW9ECYRL/LcMNnQExYDQNnQOiRe5ITqTirLGb3WUGwgTohuYlkGU6R6uYyNbKGX8i1pv3nO3U1usRZsIr5uaRFbioLLBHiMPgtJ00pmvlKOQxMHxk2CStnNpRxlfe7aQKECZA97Hhv5xuF5MEVoZXn2snKFkyTMJN5vBWXV4QF4tQtU1Liik5KdF6e4RMlGfCkf7O9uACN4WmMozCbK2cWgVHhRlrvGsAS1CVn07LZsvRztGMr0VZdmHglI3SbIf4t3GZ+HBDl6498ZE2jrmnccZzsQl9Jo2uAfJ4fZScNDIxAmJHWdD8ytuwh4Z9Rh8OqdrGgzABMdmdo101W7+NI1+1ZGQSRTsR6ydM3nN2UHufh2alJdPlFmnjTMh3MdFCP+3EVJmXLlpNILZwKnJKUiL5/GSK3UlOCBMA9GzntFF77yBZ3fgq20ROrH0mO4OCdPMy67RxNDSh9uG5+OwRmg6qnpiMgn0cWmXKDMv8nApmmDDWeucApqciL03kZPAVxy4Lt3NOSGx8nTiZo88kSqCN0zSmcmbFPULc3joS4z1C00VVj4GRmCXLpN/jpaZg1Ua15x/CBMRuOsfC7RxtR46MxlcN9gNx2ZpbL3UdMx+P3FvbTp39QyJF9bI5uWTF9tbFleZa6KeFa6FiYoAwMbhi4gw+9/x6kil5ejpAmICYtXPerW0X6aJWwzUwJMxvzLxCeSsmdluSECd6GT5fHdXGsVmsjWPWhX5aHD3nBIE4T+Z0GZtl4lRYlFrz3QOYGl7PvaLMuu2cUy2BNg4HGsk4kRPuRDxTnwlPMGiTWDcHhakV0Qyw+892GR60xgsFNZ+Diicno7NMjPaYOBVeRQBhAmLazvm9Bds5IeOrxP4SvTcN7z0daOPkpafQJdXWa+OM3yPEe36MPjFxFDlro0y7jfIz1CrlG4lZPCZOVEwAiM3uHE4BbekxfuwuOuOrvP6S8RWTj5q7qW/Qq3QbJ7RHaHa2Kdo5IX9JQbrwv4D4tnKautwi4M4oahVc3qdh3XcQYGrKZqXRyvIc0c7532DgltWMrzJP5GgUZzvEFSI/Tx9EGbTGbRytZWe1ULVwaJuGjTbAqnzFbCTcwuXMGM+wj1oNijzw+/1U29qr5KgwA2ECYsbNwZOUlm1htYqJzBM5o1k1wxMxb5RmwzC3Gy6ttlao2pS+G6MrJtqJCcIkrnDFT1uYZ9Qyv44+D3W7vcSFsqo89Z5/CBMQM24ItnP2nemgluCUi9lx9Q9RS3CSaL7EEzmjmWkCrNbGuWFZiRTppCN7hHpEloTRFRNM5MQfo0PWnMHnvjQ7VbQXVQPCBMQMbhHw1Tgb+P5gkXbOyeBEDu+SyXTIPZEz/kQcTdAa73H5X4naONpzz1fMvPPpcIPLeGGCiolhO3OMMsDWhkSpms89hAmIS6aJVcLWRiZy1GjjMEtKsshuSxRTNdrJMJI2DpecCzLttKbKutM4E/YIaUFrBrVzuDXW1usJLccEam0ZdiruL4IwAXGZzvnr2Q5TLMW6ECpE0Y8nxZZIF5VlR5VnovmHblxWLEUbZ0J7yyAD7Jngiakw004Zdpshx6Ay2siwYa2cVggTAGJGaU6qWBYXaOc0WaaVo1LFJFqfCQeA/fGo1sax3m6c6ewR4v8PI4LWaoOJr6qemMwwVWhkK8eJigkA8Wnn/P5Ik2VaOSpkmEy20C+SNk6P2yuu6v8m6FORbY8QT0ecbe837IpZVY+BmVo58Ramwz4/OdsDz/9cRY3PECYgfu2cM52mbud09XtCu31UmcjR0DwVx8/3UI97KLI2zvISsS5eJvTeIxR9uJZav4dmoSQ7MC48MDQsvFfxpLFrQJjKWRhzxVlFIExAXEK81lTNMn3VRKuWcH85XbG+fmGmg8pzU0XL7VB917TaOK99eF6qaZxY7RGKBtVL+UbDI7ps6DbCAOsMPveVeWlS+bYiAcIExHc6x9TCRD3ja3jD54WFyZ9PtFHPoJeKsux0cfDPSbtHKMp8l2jh1kFImKCVY4JlfvFt5TkhSiFMQPzC1jjFkK8+uVRpRk4qtCNnagPshSsEmsCUsY2jwaZt5nhzN/XOYI9QpHDAX79nWFwtlwdNmECdZX5OiFIIExAfirIctKYy19TtHBUzTMKdiNkAO9XyMvfQML129PyYtQOy/s6G9ghNo72lF6eDUfTls1LFKDdQK/31dPD5n6uwvwi/9SBuaF4Es7ZzQqPCihlfNRYVZ1JqcpIITNPeHMPx1olWUUFgg+CqcjnbOHrtEYoGRNGrnf7qRMUEwgTEjxuWFYt2zsG6LsOWY00Gj4VqSZvzFBUmvLxMC1qbqp2jQhsnmvaWXqgermW2LJN4Vky4GnkuKIRUfv4hTEDcKMxy0CXB2PI/HGk2pfGVDW+qTeSEa+dMZoDlN84/Bds42hi4Eu2t+q4p21t6AvOj2bJM4ncRVdfRLybjMh02yktPIVWBMAFxRfMk7DRZO0d14+t0KwR7TrRSn2dYLLpbVR5oc8jM4uAeoa7+oVC2SKzB8j5zmV+5tTndbJ+ZUqsF6+Wni51NqgJhAuLKpmXFxNV/NhPWd/Sb0PiqZhtnvKfiZEsvucIES2nLGFVo44zfIxSPds7QsE9cNavuMTADXDnNSUuOq88E1bIAECYg7kFel1bnia/NtDsnlGFSqHbFJC/DTlV5gd76wfrOiW2cY3KHqk1VRYokrj9aWKx7fX5hQi7KDKSPAhMs8+uIjzCpDZrO5yhufIYwAcZN5wSvvs0AVwgY1Vs5UwWLvXm8ReRr8Jv1SgXaOBP+P6YRPKfnFbMKFSmrhKyhYhJfIExA3NmstXMaXKZo57T3DoqpHG7pqjqRM50KgbYbh4WlSv1v7f/jREsPdcfYa4BRUXMxOye+W4YhTAJAmIC4k59hp8vm5Jkm00Tzl3DKZmpKEqnOiDDpEptOmQHPML1+rGXMegFV4J0poT1CMY6nH1nep/aJyYxbhmMNe7ra+wKRBRAmACjeztGC1VTdkTOehcWZlJ6SJELUtP+b3cdbxKZVLm1rZlCV0PYBxdoAiwwTk3pM4lAxcbYHnvuiLLvSkQUMhAkwhM1LA+2cI+dcdDb4gjTa+KpqFP14eEfLylDiadcYAalaGyfeC/1QyjepxyQOWSbOtkDlthrPPYQJMG7644q5+aZo52itHFRMJrZzeOliv8dLr390Xsk2TjjfTayC1voGvdTc7RZfz1F4T4oZhQmnQvNUWlwyTArw3EOYAKXbObxiXgtXm6/4qPBkJ+LdH7WSe8gnfBbLZ6vXxhm9R6jH7aVTU+wR0qNawomf2cH8DGAs2anJoq0ZDwMs/EUjQJgAw9i0tFi0DT5s7KYzcUrVHA9fCXX2D4m2EiZyJgat8Zvlv//phPj6hmVqtnG0PUIryrNjutAPbRzzwb/v8TLAwl80A2Hy1ltv0ZYtW6i0tFQ8aS+99NKY+3t7e+n++++nsrIySk1NpSVLltBPf/rTSP8aoAC56Sl0xVxjp3O0aklFbho5kjGRo/FubbsQjaMzXn53oIF2mSgUT7aFfhAm6i7z48otnv8ZCJO+vj5asWIFPfHEE2Hvf+ihh2jXrl307LPP0rFjx+iBBx4QQuWVV16J9K8CCqB5Foxq58D4OhEWH/c+eyA0KqzR3usRt6sqTkb7bmIBMkzMPZlzrit2Btjz3YNi6o0vBspzA0JIZSIWJjfccAN9+9vfpo997GNh7//LX/5Cd955J23YsIGqqqro85//vBAy+/bt0+N4gaTtnKNN3aE45nhyIpT4ijYOw2Lk8R1HKZy9U7uN7x8vWlRqb51u7aOu/kDeREziyHHFbCri0cqpDU7kcOU2OQkOC93/B6644gpRHTl37pwoT+3evZtOnDhBGzduDPv4wcFB6u7uHvMB1GFWegqtnReYzvm9Ae0cbBUeyz5nBzW5ApMh4WA5wvfz41ScJNPK7Afr9R0b5vdKzfxYjYkck1ZMBuKyVRjEQJj8+Mc/Fr4S9pikpKTQ5s2bRdtn/fr1YR+/bds2ys7ODn2Ul5frfUjA5NwcbOdokefxgk8G2qgwjK8BWnrcuj5O1qrJQZ3bOZz4yRM/7C2uDC5RBOYaGY6lxwT+kjgIk3fffVdUTfbv308/+MEP6L777qM//elPYR+/detWcrlcoY/6+nq9DwmYnI1Li8iWmEAfNffQqWBrJR609gySayAwkTMX2QGh7c96Pk5an4nOBljtxMRX5zBhm7OVc77bTUPDvpj8HfAXjUXX3NuBgQF69NFHafv27XTTTTeJ2y666CI6dOgQff/736frrrtuwp+x2+3iA6hLTloKrZufT28ebxXtnK9cOz8uf69WLanMS8fJIMgl1blUku2gZpc7rM+E53SKsx3icSoLE96Zwz4bbXJppmBU1Lzkp9spxZZIHq9PvC5iYU5FxSSGFZOhoSHxkZg49scmJSWRzxcbpQnkwIjpnNBEDto4IfhE+9iWJeLr8adc7Xu+X68TslX3CPV5hkO/P3qAcC3zkpiYMLIzJwbtHK7C1AW3rCPxN0phwjklXAHhD8bpdIqv6+rqKCsri6666ip6+OGH6c033xT3PfPMM/Rf//Vfk07xAMBsXFJMyUkJdPw8t3P0e8Of3vI+GF9Hs3lZCT15x2pRGRkNf8+38/2qMmaPkI7tHG0iB1fM5mREmOg/Mlzf0S+qb2kpSWKBH4iilfP+++/T1VdfPSa3hOERYRYhzz//vPCNfOpTn6KOjg6qrKyk73znO/TFL35R3yMHUsER3FfOL6A3PmqhVw8301evy4xbK2c+RoUnwOLj+iXFYvqGja7sKeH2jaqVkvHtnHdOtYs8k09dWqlrKR97Uky+zC8GkznaRA6LUlWTlWcsTDifhKcZJqO4uJiefvrpSH8sAHTj8pKAMDnSSF+9bn7cduSgYhIeFiGXB5N5Qbg9QvqMDPPV8tn2wJU4KiYmHxmOQSsH/pKJIMkFmIbrlxSJdg5XMvTs34ejpWeQut1ecfKdAyc8iGJkmE8oHX0zD1pr7Bogz7BPGCxLgydAYNKQtVhUTOAvmgCECTDVJs/18wviYoLVhA9nRthtmMgBkU2RzQ2KWd6+rNeJqSovDa0yBUPWnMHUV4wKjwBhAkzFTRcFp3OONE3ZMtTLX7KgEG0cYOzeHCeMr6anLDgizNUtn87rGEZaOfAXaUCYAFNx3ZIiSklKFEFrmniIBSP+ErwZgMhZXanfpmFE0Zufoky7qGYNDftFG1gvege9YoEfA2E6AoQJMBVZjmRav0Br5zTG7O/BVmEwEy4OCpMP6l3knWEa6MhEDk5MZsWWlEjFWQ7dtwyfCT73+RkpopUNAkCYANNxc7CdszNG7ZzARI62VRjCBETOvIIMynTYxKp6XqUwE7DAzVoGWD1D1kaqZXjuRwNhAkzHtYsLxYQCv2Fz4JreNHe7qWfQK/bz4A0BRJsGurJ85kFr7qFhanQFTnT4XVRvmR9WEYQHwgSYjkxHMl21IHbTOZp3pSo/XQggAGZigD0wAwMs55dwUTDLYaPc9BQdjw7oTVkMJnNCEznwF40B78rA1O0cFiZ6t3NgfAV6+kwOzCBobWRUNAOpn1bJMtGzYoJWTlggTIApuXZxUaCd09ZHx5p6YrS8D/4SED28M4e1BC9ga41yUuM0/CWWYXZOmq4VE77g0vxFWi4OCABhAkxJht1GVy8MtnOO6Dudgx05QK8JMm0zdbQ+k9BEDoSJhTwm/bpUcdt6PcLrxuK2Ii8gekAACBNgWm66qFT3dg7/HM5IYTCRA3TzmcxQmCD10/yU5ATGhd1DPl1WEWjPPQsepE+PBcIEmJZrFxWS3ZZIZ9r76cPGbl1+ZqPLLUKNeCKnKg8nA6BP0NrBs9H5TOAxsA4sHgoz7bq1c2B8nRwIE2Ba0u02umZRYSiiXk9/CZ8IMJED9KqYfNDQRR5vZEFrXf2e0JU3RLJ6Blgs75scvDMDa+zO0amdMzKRgzYOmDl8UuHEzkGvj441dUd1YuJEURbhQK1lfsgwmRwIE2BquGLiSE4Ukw96tHNgfAV6B62troguaA0nJutRNitNt5C1UMUE/qIJQJgAU5OWMtLO2alD2BoqJiB2BtjIfCbYkaNuLP2wz09n2yFMJwPCBJiem5YHp3OONM6onSN25IQmclAxATpvGo4wARbGV3XTX9mjwpuK2edWmh34mWAECBNgeq5eVECpyUlU3zFAR865ov45/GbS7xmm5KQEqoTZEOjEivIcSkwI/H6d73ZP+8+hlG9l8+vMNgzXahM5eemiHQjGAmECrNHOWRyczplBO0fbKDwnP4OSk/CrD/QLA1xYnBVR1cTn84dW3mNc1Hrm1263l7rdQ1H/HFTLpgbvzsAS3Ly8JOQzibadE4qiRxsH6EykBljecD0wNCzydLREUWB+eHpqVlryjEeGEaw3NRAmwBJsWFhIaSlJolz+QYNrRhM5ML6CWBlg90+zYqKdmCpy01C9UzDLRNuRgwyT8OAVASxBakqSWOzHvHo4ut05J1uwVRjE1gBbc66bBr3DF3w8/CVqZ5lgImtqIEyAZbhpefRha9zT1zwm81ExATpTlZdGuekp5Bn2TStvBxkmMmSZRGeAdQ8Nh0QN/EXhgTABlmHDwgJKT0kS+24O1keWGcFvBNzTT0lKpMpcbPIE+pKQMCpobRrtHOxJUbdiciaYX8KJwZpfBYwFwgRYBkfySDvn9xFO52jGVy6d2tDTBzFgVQSbhjGVoa7HZHS1jAUtmAjeoYEld+f8/kiTaM9MFxhfQdwSYC+waZiX/dUHT2rwGKhXMcHyvgsDYQIsxVULomvnjETRo3QOYsOK8mxKSkwQo8CNU5y0eO8TR5Lz73Fhpj2uxwhmjjbe3dbroQHPhY3Ok07kQJROCoQJsFw75/ol2nTO9Ns5J4ITOfMKUTEBsQsCXFySecF2zugMC5TyrQd7QzhUL9qqCfxFFwbCBFiOmy4qjaidw485hR05wCR5JjgxWRsWkzNp58BfdGEgTIDluHJ+PmXabaJkPh2jYX1nP7mHfGJhFnbkAKM3DePEpK4BtrPPQ539gSj7qnxMB04GhAmwdDuHI+qna3ydW5AhPAAAxIqLg0FrRxtdIq8iHEj9tD4jFZPIskycwVHhkmyHaP2B8ECYAOmnc7RRYbRxQDyMkfkZdrHSfrJN2NpUBiom1jfANkRYMdFEKZ77qYEwAZZkXbCd09IzSO9fINBqZCIHxldgbNBaj3uIWnsGxddY4KZeK0fzF2EiZ2ogTIAlsduS6PqlwbC1I1O3c04Gja/zC1ExAfHbmxPO/3SmLVD656pKlgOpn1YlWvPriL8I70VTAWECLMvNo9o5nAsRjuExEzmomID4+UzYADt+p1OtdsWMUr4UFZPz3W4RmDdd4C+aHhAmwLKsm1dAmY5gO+dMR9jH1Hf006DXR3ZbIpVjRw6IA8tnZ5MtMUG0bMZ7EDCRIwcFGXbxnsLXQ80u97T+DHvhtD05eP6nBsIEWBYe/920tFh8/eok7RzN+DqvEBM5IH5TY0tLs8K2c0LmR3gMpMkyaZjmZA7HG3BsAYtWzTwLwgNhAiSZzmkO287R/CVo4wBDFvqNM8CiYqKuAVYTpRV5aVgkegHwvwMszdq5+SIiuq13kPY5OyatmMzHqDAwyGeiwX4TTZjMRcVEOQNsaCIHxtcLAmECJGjnBHfnHGmcfKswduQAAyZzjjZ1U7/HK75u7R2k3kEvcUcRfif1skxCW4UhSi8IhAmwPDcuD7RzdtU0k3d4xCHPrZ3TrWjlgPhTmu2goiy7+B083BAIWnMGS/lls9LEuDtQq5WDNt70gTABlmftPK2d4xnTzjnb3idG+VKTk2A2AwYErY3NM8GJSS5m56RF2MrB8z9dIEyA5UlOSqTNYaZztDYOT+QkYiIHGOUzORvwmSCKXs6KSZNr4IJrMfgCiaMLGGSYXBgIEyDVdM7odo4WRQ/jKzB0MqeuUxhfQ+Fa8BhIQVGmXUQQ8F4kzlKairqOPpF5kp6SRAWZ9rgdo1WBMAFScPncPJqVlkztfR56L9jOORGKooe/BMSfZbOzKCUpkTr6PHS2vR9TGZLBI7+8JZhp6Jw6y2RElGaINh+YGggTIE87Z1mgnbPzcNO45X04EYD4wwZXFifMX890UF2wlI9wNfVGhuEviQwIEyANNy0vFZ931TSRe2g4dJWCiRxgFJoB9pUPGkXJn2PMS7ICV9lAHp/JhUaGIUwiA8IESMNlc3IpNz2FOvuH6Pl9deQZDkzkaFc1ABiVZ/L2qbbQiQlGbHkom2bFBBkmkQFhAqTq+Wq7c/79TyfFZ+4BT+2XByD2FRNtyXCWwzbpJmxgPTiThkHFxGBh8tZbb9GWLVuotLRUmHheeumlCY85duwY/e3f/i1lZ2dTeno6rVmzhurq6vQ6ZgCmdMozXQNDoSuVdf/6hmjvABBvDtV3iqRXjX1nOvH7KGXI2uTm1x73kNg0zUCYxEiY9PX10YoVK+iJJ54Ie//p06dp3bp1tGjRInrzzTfp8OHD9I1vfIMcDvRVQWzhN/v/eD1QKRkNryW/99kDOBmAuMK/b/x7N75Agt9HOc2vPBI+VbWEx4QzHclxPT6rYov0D9xwww3iYzL+6Z/+iW688Ub63ve+F7pt7ty50R8hANOAy+OP7zgatm3Dt/FFK99//ZJikT0AQCzB76MalOQELrjdQz4xFp6XMTGjBG0cgz0mPp+PXn31VVqwYAFt2rSJCgsL6dJLLw3b7tEYHByk7u7uMR8ARApH0Te53JPezycDvj/cBmIA9Aa/j+qMhPNOpKl8JqEMEwgTY4RJS0sL9fb20ne/+13avHkz/fGPf6SPfexj9PGPf5z27NkT9s9s27ZNeFG0j/Lycj0PCShCS49b18cBMBPw+6gOF8oyQcXEBBUT5pZbbqEHH3yQVq5cSY888gjdfPPN9NOf/jTsn9m6dSu5XK7QR319vZ6HBBShMNOh6+MAmAn4fVSH2cHJnMm2DEOYGCxM8vPzyWaz0ZIlS8bcvnjx4kmncux2O2VlZY35ACBSLqnOFaPBk3Xr+Xa+nx8HQKzB76M6TFUxCexICq4iKEACtSHCJCUlRYwGHz9+fMztJ06coMrKSj3/KgDGwAbCx7YEBPH4k4H2Pd8PoyGIB/h9VIeyUPrrxJFhHhPu8wyLkfGK3EBlBcRAmLCH5NChQ+KDcTqd4mutIvLwww/TCy+8QD/72c/o1KlT9JOf/IR27NhBX/rSlyL9qwCIiM3LSujJO1ZTcXCxlgZ/z7fz/QDEC/w+qsFUsfRa4mt5bhql2JBnGrNx4ffff5+uvvrq0PcPPfSQ+HznnXfSM888I8yu7CdhU+tXvvIVWrhwIf32t78V2SYAxBp+s+cRTJ52YGMh9/C5XI4rU2AE+H1UO5Ye/pI4CZMNGzZMGiSj8dnPflZ8AGAE/KZ/+dw8ow8DAAF+H9WomPS4vdTtHqKsUSFqECbRgdoSAAAAECVpKTaalZYcdjInZHyFMIkICBMAAAAgBsv8RrYKYyInEiBMAAAAAD1GhkdN5niHfVTXHvgerZzIgDABAAAA9NgyPMoAy9UTr89PjuREKs5CkF4kQJgAAAAAOoesacbXqrx0SsQUVkRAmAAAAAC6hKwNhPGXoI0TKRAmAAAAgB6tnNHCJDiRA39J5ECYAAAAADOgLCcwldPe56EBz/CYVs6cfEzkRAqECQAAADADslJtlGG3jfGZhMLV0MqJGAgTAAAAYAYkJCSMWebX7/FSk8stvke4WuRAmAAAAAA6TuacaQvkl3AibE5aisFHpsCuHAAAAABMboDNSQ2IERhfowPCBAAAANCxYpKanCS+robxNSogTAAAAAAdKyZJCYFANWSYRAeECQAAAKDjIj+OomdgfI0OCBMAAABAp1bO+R439Q16xdcYFY4OTOUAAAAAMyQ/I4XstkTy+4l6gsKE9+SAyIEwAQAAAHTIMtGqJgx/7QiaYEFkQJgAAAAAOlCa4wh9zRkmw0GvCYgMCBMAAABghuyqaaL9dV2h72sau2ndv74hbgeRAWECAAAAzAAWH/c+eyC0wE+j2eUWt0OcRAaECQAAABAl3K55fMdRCte00W7j+9HWmT4QJgAAAECU7HN2hBb2hYPlCN/PjwPTA8IEAAAAiJKWHreujwMQJgAAAEDUFGY6dH0cgDABAAAAouaS6lwqyXZQYDvORPh2vp8fB6YHhAkAAAAQJUmJCfTYliXi6/HiRPue7+fHgekBYQIAAADMgM3LSujJO1ZTcfbYdg1/z7fz/WD6YIkfAAAAMENYfFy/pFhM37DRlT0l3L5BpSRyIEwAAAAAHWARcvncPKMPw/KglQMAAAAA0wBhAgAAAADTAGECAAAAANMAYQIAAAAA0wBhAgAAAADTAGECAAAAANMAYQIAAAAA0wBhAgAAAADTAGECAAAAANNguuRXv98vPnd3dxt9KAAAAACYJtp5WzuPSyNMenp6xOfy8nKjDwUAAAAAUZzHs7OzKVoS/DOVNjrj8/mosbGRMjMzKSEBy4/0UrEs9Orr6ykrK8vowwFB8LyYEzwv5gXPjbmfl7q6OnHeLi0tpcTERHkqJvyPKSsrM/owpIRfyHgxmw88L+YEz4t5wXNjTrhKosfzAvMrAAAAAEwDhAkAAAAATAOEiQLY7XZ67LHHxGdgHvC8mBM8L+YFz40az4vpzK8AAAAAUBdUTAAAAABgGiBMAAAAAGAaIEwAAAAAYBogTAAAAABgGiBMJOWb3/ymSOAb/bFo0SKjD0tJ3nrrLdqyZYtIQ+Tn4aWXXhpzP/vP//mf/5lKSkooNTWVrrvuOjp58qRhx6sKF3pe7rrrrgmvoc2bNxt2vKqwbds2WrNmjUj/LiwspFtvvZWOHz8+5jFut5vuu+8+ysvLo4yMDLrtttvo/Pnzhh2zKmybxnOzYcOGCa+bL37xixH9PRAmErN06VJqamoKfbz99ttGH5KS9PX10YoVK+iJJ54Ie//3vvc9+tGPfkQ//elP6b333qP09HTatGmTePMFxj0vDAuR0a+hX//613E9RhXZs2ePEB3vvvsuvfbaazQ0NEQbN24Uz5fGgw8+SDt27KAXX3xRPJ7XmHz84x839LhVYM80nhvmnnvuGfO64fe4iOBxYSAfjz32mH/FihVGHwYYB7/ktm/fHvre5/P5i4uL/f/2b/8Wuq2rq8tvt9v9v/71rw06SvUY/7wwd955p/+WW24x7JhAgJaWFvH87NmzJ/T6SE5O9r/44ouhxxw7dkw8Zu/evQYeqXq0jHtumKuuusr/1a9+dUY/FxUTieF2AJep58yZQ5/61KfEgiVgLpxOJzU3N4v2zeh9E5deeint3bvX0GMDRG+++aYoWS9cuJDuvfdeam9vN/qQlMPlconPubm54vP+/fvFlfro1wy3qSsqKvCaMfi50fjVr35F+fn5tGzZMtq6dSv19/dbe4kf0Ac+sT3zzDPiDZVLaY8//jhdeeWVVFNTI/qDwBywKGGKiorG3M7fa/cBY+A2DrcHqqur6fTp0/Too4/SDTfcIE5+SUlJRh+eEvC2+QceeIDWrl0rTnIMvy5SUlIoJydnzGPxmjH+uWE++clPUmVlpbgoPnz4MH39618XPpTf/e530/7ZECaSwm+gGhdddJEQKvzL8j//8z/0uc99ztBjA8AK/MM//EPo6+XLl4vX0dy5c0UV5dprrzX02FSB/Qx8MQV/nHWem89//vNjXjds6ufXC4t7fv1MB7RyFIGvLhYsWECnTp0y+lDAKIqLi8Xn8RMF/L12HzAH3BLl8jReQ/Hh/vvvp507d9Lu3buprKwsdDu/LjweD3V1dY15PF4zxj834eCLYiaS1w2EiSL09vYKxcrqFZgHbhPwm+nrr78euq27u1tM51x++eWGHhsYS0NDg/CY4DUUW9iLzCe+7du30xtvvCFeI6O5+OKLKTk5ecxrhlsF7KHDa8bY5yYchw4dEp8jed2glSMpX/va10RGA7dveJSONz9yX/z22283+tCUFIWjrxbY8MovVjaMsWGP+7Tf/va3af78+eKF/o1vfEP0ZzkjABjzvPAH+7I4H4OFI4v6f/zHf6R58+aJUW4Q2xbBc889Ry+//LLww2m+ETaFc84Pf+Z29EMPPSSep6ysLPryl78sRMlll11m9OEr/dycPn1a3H/jjTeKjBn2mPBo9/r160UrdNroMDEETMgnPvEJf0lJiT8lJcU/e/Zs8f2pU6eMPiwl2b17txipG//B46jayPA3vvENf1FRkRgTvvbaa/3Hjx83+rCVfl76+/v9Gzdu9BcUFIjR1MrKSv8999zjb25uNvqwpSfcc8IfTz/9dOgxAwMD/i996Uv+WbNm+dPS0vwf+9jH/E1NTYYetwrQBZ6buro6//r16/25ubnivWzevHn+hx9+2O9yuSL6exKCfxkAAAAAgOHAYwIAAAAA0wBhAgAAAADTAGECAAAAANMAYQIAAAAA0wBhAgAAAADTAGECAAAAANMAYQIAAAAA0wBhAgAAAADTAGECAAAAANMAYQIAAAAA0wBhAgAAAADTAGECAAAAADIL/z8Q3t5LqNFUDAAAAABJRU5ErkJggg=="
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import random\n",
    "x = range(2,26,2) # x轴的位置\n",
    "y = [random.randint(15, 30) for i in x]\n",
    "plt.plot(x, y, marker='o')\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-10-14T08:37:01.032295900Z",
     "start_time": "2025-10-14T08:37:00.962720300Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1600x640 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from matplotlib import font_manager\n",
    "import matplotlib\n",
    "my_font = font_manager.FontProperties(fname='C:\\\\Windows\\\\Fonts\\\\STSONG.TTF',size=18)\n",
    "x = range(0,120)\n",
    "y = [random.randint(10,30) for k in range(120)]\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "plt.plot(x,y)\n",
    "plt.xlabel('时间',fontproperties = my_font)\n",
    "plt.ylabel(\"次数\",fontproperties = my_font)\n",
    "# 设置标题\n",
    "plt.title('每分钟跳动次数',color='red',fontproperties = my_font)\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-10-14T10:09:08.878309500Z",
     "start_time": "2025-10-14T10:09:08.702107900Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 1600x640 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "matplotlib.rcParams['font.sans-serif']=['STSONG']\n",
    "a = ['流浪地球','疯狂的外星人','飞驰人生','大黄蜂','熊出没·原始时代','新喜剧之王']\n",
    "b = [38.13,19.85,14.89,11.36,6.47,5.93]\n",
    "plt.figure(figsize=(20,8),dpi=80)\n",
    "# 绘制条形图的方法\n",
    "'''\n",
    "width=0.3 条形的宽度\n",
    "'''\n",
    "rects = plt.bar(range(len(a)),b,width=0.3,color='r')\n",
    "plt.xticks(range(len(a)),a,size=18)\n",
    "plt.yticks(size=18)\n",
    "# 在条形图上加标注(水平居中)\n",
    "for rect in rects:\n",
    "    height = rect.get_height()\n",
    "    plt.text(rect.get_x() + rect.get_width() / 2, height+0.3, str(height),ha=\"center\",size=18)\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-10-14T15:04:58.157785Z",
     "start_time": "2025-10-14T15:04:58.027473Z"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 2000x800 with 1 Axes>",
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(20,8),dpi=100)\n",
    "label_list = [\"第一部分\", \"第二部分\", \"第三部分\"] # 各部分标签\n",
    "size = [55, 35, 10] # 各部分大小\n",
    "color = [\"red\", \"green\", \"yellow\"] # 各部分颜色\n",
    "explode = [0, 0.05, 0] # 各部分突出值\n",
    "patches, l_text, p_text = plt.pie(size,explode=explode, colors=color, labels=label_list,\n",
    "labeldistance=1.1, autopct=\"%1.1f%%\", shadow=False,\n",
    "startangle=90, pctdistance=0.6)\n",
    "plt.axis(\"equal\") # 设置横轴和纵轴大小相等，这样饼才是圆的\n",
    "plt.legend()\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-10-14T15:15:03.598166900Z",
     "start_time": "2025-10-14T15:15:03.441663700Z"
    }
   }
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}
